Retrieve instant, accurate weather information for any location in the world in lightweight JSON format
Full LLM thinking from the 4-phase benchmark pipeline.
Looking at Weatherstack, I can see this is actually a REST API service, not a traditional platform. Let me analyze it:
```json
{
"service_type": "api",
"base_url": "https://api.weatherstack.com",
"auth_method": "api_key",
"auth_config": {
"key_parameter": "access_key",
"location": "query"
},
"endpoints": [
{
"path": "/current",
"method": "GET",
"description": "Get current weather data for any location"
},
{
"path": "/historical",
"method": "GET",
"description": "Access historical weather data"
},
{
"path": "/forecast",
"method": "GET",
"description": "Get weather forecasts"
}
],
"pricing_model": {
"type": "freemium",
"details": {
"free_tier": "Available with limited requests",
"paid_plans": "Multiple subscription tiers available",
"billing": "Based on API calls per month"
}
},
"rate_limits": {
"free_tier": "Limited requests per month",
"paid_tiers": "Higher limits based on subscription"
},
"capabilities": [
"Real-time weather data",
"Historical weather data",
"Weather forecasts",
"Global location coverage",
"JSON format responses",
"Multiple data points (temperature, humidity, wind, etc.)",
"Location lookup by city, coordinates, IP address",
"Multi-language support"
],
"raw_analysis": "Weatherstack is a comprehensive weather API service that provides real-time, historical, and forecast weather data for locations worldwide. It's positioned as a developer-friendly REST API with lightweight JSON responses. The service offers a freemium model with a free tier for testing and development, scaling up to paid plans for production use. Key strengths include global coverage, multiple data formats, and simple API key authentication. The service appears mature and well-established, targeting developers who need reliable weather data integration for applications, websites, or services. The marketing emphasizes accuracy, speed, and ease of integration, suggesting it's designed for both small projects and enterprise applications."
}
```
3/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 175ms |
| robots_txt | GET /robots.txt | 200 | 97ms |
| llms_txt | GET /llms.txt | 200 | 89ms |
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 85, "dimensions": {"token_efficiency": 9.0, "first_try_success": 8.5, "response_parseability": 9.5, "error_clarity": 9.0, "doc_quality": 7.5, "auth_simplicity": 8.0, "latency": 8.5, "consistency": 8.0}}, "Claude CLI": {"overall": 84, "dimensions": {"token_efficiency": 9.0, "first_try_success": 7.5, "response_parseability": 9.5, "error_clarity": 8.0, "doc_quality": 7.0, "auth_simplicity": 8.5, "latency": 9.5, "consistency": 8.0}}}, "averaged": true}Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/weatherstack">
<img src="https://prowl.world/badge/weatherstack.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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